Xia Ben Hu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Negative Matrix Factorization

Anomaly Detection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Ben Hu
Learning to Compress Prompt in Natural Language Formats. NAACL-HLT (2024)
Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Shaochen Zhong, Bing Yin, Xia Ben Hu
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Tianming Liu, Dajiang Zhu, Fei Wang, Islem Rekik, Xia Ben Hu, Dinggang Shen
Editorial Special Issue on Explainable and Generalizable Deep Learning for Medical Imaging. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR (2023)
Guanchu Wang, Mengnan Du, Ninghao Liu, Na Zou, Xia Ben Hu
Mitigating Algorithmic Bias with Limited Annotations. ECML/PKDD (2) (2023)
Imtiaz Ahmed, Travis Galoppo, Xia Ben Hu, Yu Ding
Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Daochen Zha, Kwei-Herng Lai, Qiaoyu Tan, Sirui Ding, Na Zou, Xia Ben Hu
Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning. CIKM (2022)
Zhou Yang, Ninghao Liu, Xia Ben Hu, Fang Jin
Tutorial on Deep Learning Interpretation: A Data Perspective. CIKM (2022)
Raj Vardhan, Ninghao Liu, Phakpoom Chinprutthiwong, Weijie Fu, Zhenyu Hu, Xia Ben Hu, Guofei Gu
ExAD: An Ensemble Approach for Explanation-based Adversarial Detection. CoRR (2021)
Imtiaz Ahmed, Xia Ben Hu, Mithun P. Acharya, Yu Ding
Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection. J. Mach. Learn. Res. 22 (2021)
Imtiaz Ahmed, Xia Ben Hu, Mithun P. Acharya, Yu Ding
Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point Anomaly Detection. CoRR (2020)
Imtiaz Ahmed, Travis Galoppo, Xia Ben Hu, Yu Ding
Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection. CoRR (2020)